Lluís A. Belanche

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Félix Fernando González-NavarroUniversidad Autónoma de Baja CaliforniaVerified email at uabc.edu.mx
Anicet R. BlanchUniversitat of BarcelonaVerified email at ub.edu
Julio J. ValdesNational Research Council CanadaVerified email at nrc-cnrc.gc.ca
Angela NebotUniversitat Politècnica de Catalunya, Dept. Computer Science, Research group: Soft Computing (SOCO)Verified email at cs.upc.edu
Maite MuniesaFull Professor at the University of BarcelonaVerified email at ub.edu
Alfredo VellidoFull Professor in Artificial Intelligence, Universitat Politècnica de Catalunya (UPCVerified email at cs.upc.edu
Huw TaylorProfessor of Microbial EcologyVerified email at brighton.ac.uk
James EbdonProfessor of Environmental Microbiology, University of BrightonVerified email at brighton.ac.uk
Christophe GANTZERProfessor in Environmental Virology at Université de Lorraine (France)Verified email at univ-lorraine.fr
Jakob OttosonLivsmedelsverketVerified email at slv.se
Brenda L. Flores RiosUniversidad Autónoma de Baja CaliforniaVerified email at uabc.edu.mx
Jorge Eduardo Ibarra EsquerUniversidad Autónoma de Baja CaliforniaVerified email at uabc.edu.mx
Elisenda BallestéSenior lecturer, Universitat de BarcelonaVerified email at ub.edu
Margarita Stilianova StoytchevaUniversidad Autonoma de Baja CaliforniaVerified email at uabc.edu.mx
Margarida Julià-SapéUniversitat Autònoma de Barcelona (UAB)Verified email at uab.cat
Erik Cobo ValeriUniversitat Politècnica de CatalunyaVerified email at upc.edu
Miquel Sànchez-MarrèAssociate Professor of Computer Science, Universitat Politècnica de Catalunya · BarcelonaTechVerified email at cs.upc.edu
Ulises CortesProfessor of Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
Carme MartínUniversitat Politècnica de CatalunyaVerified email at essi.upc.edu
Pere MarèsUPCVerified email at upc.edu

Lluís A. Belanche

Associate Professor. Dept. of Computer Science, Technical University of Catalonia

Verified email at cs.upc.edu - Homepage

Kernel methods Machine Learning


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Feature selection algorithms: A survey and experimental evaluation LC Molina, L Belanche, À Nebot 2002 IEEE International Conference on Data Mining, 2002. Proceedings., 306-313, 2002	966	2002
Integrated analysis of established and novel microbial and chemical methods for microbial source tracking AR Blanch, L Belanche-Muñoz, X Bonjoch, J Ebdon, C Gantzer, F Lucena, ... Applied and environmental microbiology 72 (9), 5915-5926, 2006	223	2006
Prediction of the bulking phenomenon in wastewater treatment plants L Belanche, JJ Valdés, J Comas, IR Roda, M Poch Artificial Intelligence in Engineering 14 (4), 307-317, 2000	124	2000
Molecular indicators used in the development of predictive models for microbial source tracking E Ballesté, X Bonjoch, LA Belanche, AR Blanch Applied and Environmental Microbiology 76 (6), 1789-1795, 2010	105	2010
Towards a model of input–output behaviour of wastewater treatment plants using soft computing techniques LA Belanche, JJ Valdés, J Comas, IR Roda, M Poch Environmental Modelling & Software 14 (5), 409-419, 1999	93	1999
Predicting software anomalies using machine learning techniques J Alonso, L Belanche, DR Avresky 2011 IEEE 10th international symposium on network computing and applications …, 2011	92	2011
Tracking the origin of faecal pollution in surface water: an ongoing project within the European Union research programme AR Blanch, L Belanche-Munoz, X Bonjoch, J Ebdon, C Gantzer, F Lucena, ... Journal of Water and Health 2 (4), 249-260, 2004	85	2004
Glucose oxidase biosensor modeling and predictors optimization by machine learning methods FF Gonzalez-Navarro, M Stilianova-Stoytcheva, L Renteria-Gutierrez, ... Sensors 16 (11), 1483, 2016	57	2016
Review and evaluation of feature selection algorithms in synthetic problems LA Belanche, FF González arXiv preprint arXiv:1101.2320, 2011	57	2011
Machine learning methods for microbial source tracking L Belanche-Muñoz, AR Blanch Environmental Modelling & Software 23 (6), 741-750, 2008	50	2008
Predicting fecal sources in waters with diverse pollution loads using general and molecular host-specific indicators and applying machine learning methods A Casanovas-Massana, M Gómez-Doñate, D Sánchez, ... Journal of environmental management 151, 317-325, 2015	47	2015
Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors FF González-Navarro, LA Belanche-Muñoz, E Romero, A Vellido, ... Neurocomputing 73 (4-6), 622-632, 2010	47	2010
Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database A Vellido, E Romero, FF González-Navarro, LA Belanche-Muñoz, ... Neurocomputing 72 (13-15), 3085-3097, 2009	43	2009
Incremental and decremental learning for linear support vector machines E Romero, I Barrio, L Belanche International Conference on Artificial Neural Networks, 209-218, 2007	36	2007
Improving the identification of the source of faecal pollution in water using a modelling approach: From multi-source to aged and diluted samples E Ballesté, LA Belanche-Muñoz, AH Farnleitner, R Linke, R Sommer, ... Water Research 171, 115392, 2020	35	2020
HIV drug resistance prediction with weighted categorical kernel functions E Ramon, L Belanche-Muñoz, M Pérez-Enciso BMC bioinformatics 20, 1-13, 2019	30	2019
Feature selection for microarray gene expression data using simulated annealing guided by the multivariate joint entropy F González, LA Belanche arXiv preprint arXiv:1302.1733, 2013	28	2013
A knowledge-based system for the diagnosis of waste-water treatment plants L Belanche, M Sànchez, U Cortés, P Serra International Conference on Industrial, Engineering and Other Applications …, 1992	27	1992
New multiplatform computer program for numerical identification of microorganisms O Flores, LA Belanche, AR Blanch Journal of clinical microbiology 47 (12), 4133-4135, 2009	23	2009
Heterogeneous neural networks: Theory and applications L Belanche Department of Languages and Informatic Systems, Polytechnic University of …, 2000	22	2000

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